AI Marketing Agents Development

Sales agents work accounts and pipeline — qualifying leads, researching prospects, drafting one-to-one outreach a rep sends. Marketing agents work campaigns and audiences — content, ad spend, SEO, brand monitoring and reporting at the channel or campaign level rather than the individual-prospect level. Many clients run both, connected through a shared CRM, but they are different jobs with different risk profiles and different guardrails.

Not if it is grounded properly, which is most of the engineering effort. We build the agent on your actual style guide and your highest-performing past content rather than asking a base model to "write in a friendly tone" — the difference between those two approaches is the difference between content that sounds like your brand and content that sounds like every other company using the same prompt. Every draft still routes through a human review gate before publishing.

Cost is driven by scope. A focused agent covering one or two functions — content drafting plus performance reporting, for example — reaches production in five to eight weeks. Broader marketing operations covering content, campaign planning, spend optimisation and attribution together are a larger scope and take correspondingly longer. We quote fixed-price after scoping which functions matter most to your team first.

Only within limits you set, enforced outside the model — a hard daily or campaign cap it cannot exceed regardless of what it decides, plus an approval step for reallocations above a threshold you define. The agent optimises allocation within the guardrails; it does not have the authority to raise its own budget or launch a new campaign unsupervised unless you explicitly grant that.

Claims about products, pricing, comparisons or statistics are checked against your approved source material, and anything the agent cannot verify against that material is flagged rather than published confidently. This matters doubly for regulated categories — health, finance, legal-adjacent claims — where we add an explicit compliance review step before anything ships.

It replaces the repetitive production work — first drafts, performance pulls, campaign briefs, monitoring — not the strategy and judgement your team or agency provides. The teams who get the most value redeploy that reclaimed time into positioning, creative direction and the campaigns that need genuine human insight, which is usually where they wanted to spend more time anyway.